11 IPython Tutorials for Data Science and Machine Learning

Python Machine Learning Book – 400 pages rich in useful material just about everything you need to know to get started with machine learning … from theory to the actual code that you can directly put into action!

IPython Theano Tutorials – A collection of tutorials in ipynb format that illustrate how to do various things in Theano.

IPython Notebooks – Demonstrations and use cases for many of the most widely used “data science” Python libraries. Implementations of the exercises presented in Andrew Ng’s “Machine Learning” class on Coursera. Implementations of the assignments from Google’s Udacity course on deep learning.